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Implementation of the Decorrelated Local Linear estimator proposed in <doi:10.48550/arXiv.1907.12732>. It constructs the confidence interval for the derivative of the function of interest under the high-dimensional sparse additive model.
| Version: | 1.0.0 |
| Imports: | MASS, stats, splines, glmnet, SAM, locpol |
| Published: | 2022-02-18 |
| Author: | Wei Yuan, Zhenyu Wang, Zijian Guo, Cun-Hui Zhang |
| Maintainer: | Zijian Guo <zijguo at stat.rutgers.edu> |
| License: | GPL-3 |
| URL: | https://github.com/zijguo/HighDim-Additive-Inference |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | DLL results |
| Reference manual: | DLL.pdf |
| Package source: | DLL_1.0.0.tar.gz |
| Windows binaries: | r-devel: DLL_1.0.0.zip, r-release: DLL_1.0.0.zip, r-oldrel: DLL_1.0.0.zip |
| macOS binaries: | r-release (arm64): DLL_1.0.0.tgz, r-oldrel (arm64): DLL_1.0.0.tgz, r-release (x86_64): DLL_1.0.0.tgz, r-oldrel (x86_64): DLL_1.0.0.tgz |
| Old sources: | DLL archive |
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